نتایج جستجو برای: overbooking airline ticket sales

تعداد نتایج: 28485  

Journal: :CoRR 2017
Jun Lu

Machine learning has been used in all kinds of fields. In this article, we introduce how machine learning can be applied into time series problem. Especially, we use the airline ticket prediction problem as our specific problem. Airline companies use many different variables to determine the flight ticket prices: indicator whether the travel is during the holidays, the number of free seats in t...

Journal: :Научное обозрение. Технические науки (Scientific Review. Technical Sciences) 2020

2006
Abhijit Gosavi Aykut F. Kahraman

This paper develops a model-free simulation-based optimization model to solve a seat-allocation problem arising in airlines. The model is designed to accommodate a number of realistic assumptions for real-world airline systems—in particular, allowing cancellations of tickets by passengers and overbooking of planes by carriers. The simulation–optimization model developed here can be used to solv...

2006
John S. Hammond Ralph L. Keeney

SOME wa SaT DECISIONS ARE EASY. If yOU nt to fly from New York to n Francisco as cheaply as possible, you simply find the airline offering the lowest fare and buy a ticket. You have only a single ohjective, so you need to make only a single set of comparisons. But having only one objective, as any decision maker knows, is a rare luxury. Usually, you're pursuing many different ohjectives simulta...

Journal: :Journal of travel medicine 2010
Kamran Khan Ziad A Memish Aneesh Chabbra Jessica Liauw Wei Hu David A Janes Jennifer Sears Julien Arino Michael Macdonald Felipe Calderon Paulo Raposo Christine Heidebrecht Jun Wang Angie Chan John Brownstein Michael Gardam

BACKGROUND Every year millions of pilgrims from around the world gather under extremely crowded conditions in Mecca, Saudi Arabia to perform the Hajj. In 2009, the Hajj coincided with influenza season during the midst of an influenza A (H1N1) pandemic. After the Hajj, resource-limited countries with large numbers of traveling pilgrims could be vulnerable, given their limited ability to purchase...

2013
William Groves Maria L. Gini

Airline ticket purchase timing is a strategic problem that requires both historical data and domain knowledge to solve consistently. Even with some historical information (often a feature of modern travel reservation web sites), it is difficult for consumers to make true cost-minimizing decisions. To address this problem, we introduce an automated agent which is able to optimize purchase timing...

2010
Seungbeom Kim Sriram Dasu

A global airline has cargo operations in multiple nations and locations. In this paper, we study optimal policies for managing sales agents. At present, for each flight, headquarters retains a portion of the total capacity and allocates the rest to sales agents. Capacity retained by the headquarters is used only after the allocated capacity is exhausted. While each agent is allowed to use any p...

Journal: :Transportation Science 1999
Jeffrey I. McGill Garrett J. van Ryzin

In the forty years since the first publication on overbooking control, passenger reservations systems have evolved from low level inventory control processes to major strategic information systems. Today, airlines and other transportation companies view revenue management systems and related information technologies as critical determinants of future success. Indeed, expectations of revenue gai...

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